High-Dimensional Knockoffs Inference for Time Series Data

Chien-Ming Chi, Yingying Fan, Ching-Kang Ing +1

We make some initial attempt to establish the theoretical and methodological foundation for the model-X knockoffs inference for time series data. We suggest the method of time seri…